Package weka.core.pmml.jaxbbindings

Class RegressionModel

  • public class RegressionModel
extends java.lang.Object

    Java class for RegressionModel element declaration.

    The following schema fragment specifies the expected content contained within this class. 

     <element name="RegressionModel">
   <complexType>
     <complexContent>
       <restriction base="{http://www.w3.org/2001/XMLSchema}anyType">
         <sequence>
           <element ref="{http://www.dmg.org/PMML-4_1}Extension" maxOccurs="unbounded" minOccurs="0"/>
           <element ref="{http://www.dmg.org/PMML-4_1}MiningSchema"/>
           <element ref="{http://www.dmg.org/PMML-4_1}Output" minOccurs="0"/>
           <element ref="{http://www.dmg.org/PMML-4_1}ModelStats" minOccurs="0"/>
           <element ref="{http://www.dmg.org/PMML-4_1}ModelExplanation" minOccurs="0"/>
           <element ref="{http://www.dmg.org/PMML-4_1}Targets" minOccurs="0"/>
           <element ref="{http://www.dmg.org/PMML-4_1}LocalTransformations" minOccurs="0"/>
           <element ref="{http://www.dmg.org/PMML-4_1}RegressionTable" maxOccurs="unbounded"/>
           <element ref="{http://www.dmg.org/PMML-4_1}ModelVerification" minOccurs="0"/>
           <element ref="{http://www.dmg.org/PMML-4_1}Extension" maxOccurs="unbounded" minOccurs="0"/>
         </sequence>
         <attribute name="algorithmName" type="{http://www.w3.org/2001/XMLSchema}string" />
         <attribute name="functionName" use="required" type="{http://www.dmg.org/PMML-4_1}MINING-FUNCTION" />
         <attribute name="isScorable" type="{http://www.w3.org/2001/XMLSchema}boolean" default="true" />
         <attribute name="modelName" type="{http://www.w3.org/2001/XMLSchema}string" />
         <attribute name="modelType">
           <simpleType>
             <restriction base="{http://www.w3.org/2001/XMLSchema}string">
               <enumeration value="linearRegression"/>
               <enumeration value="stepwisePolynomialRegression"/>
               <enumeration value="logisticRegression"/>
             </restriction>
           </simpleType>
         </attribute>
         <attribute name="normalizationMethod" type="{http://www.dmg.org/PMML-4_1}REGRESSIONNORMALIZATIONMETHOD" default="none" />
         <attribute name="targetFieldName" type="{http://www.dmg.org/PMML-4_1}FIELD-NAME" />
       </restriction>
     </complexContent>
   </complexType>
 </element>

    • Constructor Detail

      • RegressionModel

        public RegressionModel()

    • Method Detail

      • getContent

        public java.util.List<java.lang.Object> getContent()
        Gets the rest of the content model.

        You are getting this "catch-all" property because of the following reason: The field name "Extension" is used by two different parts of a schema. See: line 902 of file:/home/david/workspace/weka/pmml-4-1.xsd line 893 of file:/home/david/workspace/weka/pmml-4-1.xsd

        To get rid of this property, apply a property customization to one of both of the following declarations to change their names: Gets the value of the content property.

        This accessor method returns a reference to the live list, not a snapshot. Therefore any modification you make to the returned list will be present inside the JAXB object. This is why there is not a set method for the content property.

        For example, to add a new item, do as follows: 

            getContent().add(newItem);

        Objects of the following type(s) are allowed in the list ModelExplanation ModelStats Output LocalTransformations Targets MiningSchema RegressionTable ModelVerification Extension

      • addContent

        public void addContent​(java.lang.Object object)

      • getAlgorithmName

        public java.lang.String getAlgorithmName()
        Gets the value of the algorithmName property.
        Returns:
        possible object is String

      • setAlgorithmName

        public void setAlgorithmName​(java.lang.String value)
        Sets the value of the algorithmName property.
        Parameters:
        value - allowed object is String

      • getFunctionName

        public MININGFUNCTION getFunctionName()
        Gets the value of the functionName property.
        Returns:
        possible object is MININGFUNCTION

      • setFunctionName

        public void setFunctionName​(MININGFUNCTION value)
        Sets the value of the functionName property.
        Parameters:
        value - allowed object is MININGFUNCTION

      • isIsScorable

        public boolean isIsScorable()
        Gets the value of the isScorable property.
        Returns:
        possible object is Boolean

      • setIsScorable

        public void setIsScorable​(java.lang.Boolean value)
        Sets the value of the isScorable property.
        Parameters:
        value - allowed object is Boolean

      • getModelName

        public java.lang.String getModelName()
        Gets the value of the modelName property.
        Returns:
        possible object is String

      • setModelName

        public void setModelName​(java.lang.String value)
        Sets the value of the modelName property.
        Parameters:
        value - allowed object is String

      • getModelType

        public java.lang.String getModelType()
        Gets the value of the modelType property.
        Returns:
        possible object is String

      • setModelType

        public void setModelType​(java.lang.String value)
        Sets the value of the modelType property.
        Parameters:
        value - allowed object is String

      • getTargetFieldName

        public java.lang.String getTargetFieldName()
        Gets the value of the targetFieldName property.
        Returns:
        possible object is String

      • setTargetFieldName

        public void setTargetFieldName​(java.lang.String value)
        Sets the value of the targetFieldName property.
        Parameters:
        value - allowed object is String